bayesian-models

There are 1 repository under bayesian-models topic.

phuijse / BLNNbook
Bayesian Learning and Neural Networks (jupyter book sources)
neural-networks bayesian-models approximate-bayesian-inference deep-learning numpyro pytorch
Language:Jupyter Notebook 56
seby-sbirna / Cognitive-Modeling
This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling
cognitive-models cognitive-science cognitive-neuroscience cognitive-modeling bayesian-models visual-perception face-perception signal-detection-theory pca ica psychometrics psychophysics matlab python jupyter-notebook human-centered-data-science dtu
Language:Jupyter Notebook 14
m-clark / R-models
A quick reference for how to run many models in R.
r machine-learning statistics statistical-models catwalk mixed-models additive-models time-series spatial-analysis sem regularization survival-analysis pca bayesian-models cluster-analysis mixture-model lme4 mgcv brms psych
Language:R 13
IDSIA / crema
Crema: Credal Models Algorithms
crema credal-models bayesian-models inference credal bayesian probabilistic-graphical-models imprecise-probability probability
Language:Java 10
pollsposition / dashboards
Electoral forecasting dashboards
electoral-forecasting bayesian-models pymc3 python social-sciences
Language:Jupyter Notebook 6
chrlen / pure-probabilistic-programming
This repository is a collection of publications related to probabilistic programming languages, probabilistic modelling, inference and criticism of probabilistic models.
probabilistic-programming-languages probabilistic-models inference-compilation model-criticism bayesian-models
5
JBris / synthetic-control-pymc
Tutorials for the synthetic control method for causal inference using PyMC
bayesian-inference bayesian-statistics causal-discovery causal-inference causal-models causality pymc python synthetic-control synthetic-control-method causal-modeling causal-modelling bayesian-models causality-algorithms causality-analysis
Language:Jupyter Notebook 5
joemarlo / stonks-nlp
Bayesian MLM approach to sentiment analysis of r/wallstreetbets and Robinhood usage
robinhood wallstreetbets sentiment-analysis bayesian-models
Language:Python 5
NeuroLIAA / sibs
Visual Search Model: A Bayesian model for visual search on natural scenes.
human-vision scanpath-prediction saliency-maps bayesian-models
Language:MATLAB 5
adarshvee / CognitiveStatisticalModels
Does the mind have statistical models? Even if it does, are these models Bayesian? We explore these questions as a part of my Masters capstone project guided by Prof. Glenn Shafer
python forecasting-models forecasting expert-advisors bayesian-models
Language:TeX 4
adilsaid64 / bayesian-football-match-prediction
Using Bayesian Modelling to predict Premier League football match wins. See Medium blog post.
bayesian bayesian-inference bayesian-models football-analytics football-prediction sport sports-analytics
Language:Jupyter Notebook 3
tkusmierczyk / bayesian_hyperparameters_matching
Learning hyperparameters in Bayesian models by matching moments of prior predictive distributions.
machine-learning bayesian-models poisson-matrix-factorization hyperparameter-optimization tensorflow-experiments
Language:Jupyter Notebook 3
avrohr / betl
This repository contains the code for the paper "Improving the Performance of Robust Control through Event-Triggered Learning".
bayesian-models robust-control
Language:Python 2
mark-andrews / isdsr-book
RMarkdown source for the "Introduction to Statistics and Data Science Using R" textbook
r statistics textbook data-science statistical-analysis data-analysis data-visualization bayesian-inference bayesian-models bayesian-methods statistical-models
2
Aariq / efi-2022-phenocam
Phenocam forecasting challenge done as part of the NEFI short course in 2020 https://ecoforecast.org/nefi2022/
bayesian-models ecological-modelling forecasting forecasting-models
Language:R 1
Bappy756 / glenn-explore
A 3D multiplayer driving game - Built with Mapbox, Three.js, and .NET SignalR -Just pure vibes and endless roads to discover
bayesian-models expert-advisors forecasting forecasting-models python
Language:TypeScript 1
ecoronado92 / Hospital_Mortality_Rate_Est
bayesian | hierarchical-models
bayesian-models hierarchical-models healthcare predictive-modeling mortality-estimation multilevel-models
Language:HTML 1
jhrcook / NeuroBio-316QC
NeuroBio 316QC: Probabilistic models for neural data: from single neurons to population dynamics
bayesian bayesian-models bayesian-data-analysis neurobiology modeling
Language:Jupyter Notebook 1
Jin93 / PCa-mpMRI
This repository includes the code for the paper "Detection of Prostate Cancer with Multi-Parametric MRI Utilizing the Anatomic Structure of the Prostate".
rcode prostate-cancer mpmri bayesian-models discriminant-analysis
Language:R 1
jnispen / PPSDA
Jupyter notebooks for probabilistic modelling of vibrational spectroscopic datasets
machine-learning probabilistic-programming bayesian-models bayesian-data-analysis probabilistic-models vibrational-spectroscopy
Language:HTML 1
auroradonatelli / circadian-models
Supplementary material for Donatelli, A., Mastrantonio, G. & Ciucci, P. Circadian activity of small brown bear populations living in human-dominated landscapes. Sci Rep 12, 15804 (2022). https://doi.org/10.1038/s41598-022-20163-1
activity bayesian-methods bayesian-statistics jags bayesian-models circadian-rhythms
Language:R 0
cuban-digital-language / Models-for-Information-Retrieval
Some models for information retrieval in Spanish text corpus of the Cuban social network
bayesian-models bayesian-network information-retrieval probabilistic-models python vectorial-model
Language:Python 0
deepakag5 / Bayesian-Inference
Bayesian Data Analysis, Model Comparison, Markov Chain Monte Carlo, JAGS
bayesian-data-analysis bayesian-models bayesian-analysis linear-regression
Language:R 0
mahdiprs / Analytical-Bayesian-Models-To-Quantify-Pest-Eradication-Success
Bayesian models; analytical statistics; stochastic growth; zero-sightings; pest eradication success; population absence; biosecurity; probability generating functions;
bayesian-models
Language:R 0
ocbe-uio / synergysplines
An R package for Bayesian semi-parametric modelling of in-vitro drug combination experiments
r-package bayesian-models semiparametric-models drug-combination
Language:C++ 0
Rutatu / Computational_modeling_for_cognitive_science
Portfolio assignments using Bayesian modeling within cognitive science field. 2020 spring semester at Aarhus University
eye-tracking bayesian-statistics bayesian-models directed-acyclic-graph causal-inference bayesian-priors meta-analysis bayesian-meta-analysis cumulative-science
0
auroradonatelli / DielActivityRhythms
Supplementary material for Donatelli, A., Ćirović, D., Haroldson, M. A., Huber, D., Kindberg, J., Kojola, I., Kusak, J., Mastrantonio, G., Ordiz, A., Reljić, S., Santini, L., van Manen, F. T. & Ciucci, P. The diel niche of brown bears: Constraints on adaptive capacity in human-modified landscapes. Ecography
activity activity-patterns bayesian-methods bayesian-models bayesian-statistics stan
Language:R
mattreturn1 / HMM-Bayes-NeuroABIDE
abide bayesian-models brain-networks data-analysis graph-theory hidden-markov-model hmm neuroimaging neuroscience predictive-modeling statistical-modeling time-series python
Language:Jupyter Notebook

bayesian-models

phuijse / BLNNbook

seby-sbirna / Cognitive-Modeling

m-clark / R-models

IDSIA / crema

pollsposition / dashboards

chrlen / pure-probabilistic-programming

JBris / synthetic-control-pymc

joemarlo / stonks-nlp

NeuroLIAA / sibs

adarshvee / CognitiveStatisticalModels

adilsaid64 / bayesian-football-match-prediction

tkusmierczyk / bayesian_hyperparameters_matching

avrohr / betl

mark-andrews / isdsr-book

Aariq / efi-2022-phenocam

Bappy756 / glenn-explore

ecoronado92 / Hospital_Mortality_Rate_Est

jhrcook / NeuroBio-316QC

Jin93 / PCa-mpMRI

jnispen / PPSDA

auroradonatelli / circadian-models

cuban-digital-language / Models-for-Information-Retrieval

deepakag5 / Bayesian-Inference

mahdiprs / Analytical-Bayesian-Models-To-Quantify-Pest-Eradication-Success

ocbe-uio / synergysplines

Rutatu / Computational_modeling_for_cognitive_science

auroradonatelli / DielActivityRhythms

mattreturn1 / HMM-Bayes-NeuroABIDE